| Literature DB >> 30658506 |
Luc Ingenbleek1,2, Michael Sulyok3, Abimbola Adegboye4, Sètondji Epiphane Hossou5, Abdoulaye Zié Koné6, Awoyinka Dada Oyedele7, Chabi Sika K J Kisito8, Yara Koreissi Dembélé9, Sara Eyangoh10, Philippe Verger11, Jean-Charles Leblanc12, Bruno Le Bizec13, Rudolf Krska14,15.
Abstract
In the framework of the first multi-centre Sub-Saharan Africa Total Diet Study (SSA-TDS), 2328 commonly consumed foods were purchased, prepared as consumed and pooled into 194 composite samples of cereals, tubers, legumes, vegetables, nuts and seeds, dairy, oils, beverages and miscellaneous. Those core foods were tested for mycotoxins and other fungal, bacterial and plant secondary metabolites by liquid chromatography, coupled with tandem mass spectrometry. The highest aflatoxin concentrations were quantified in peanuts, peanut oil and maize. The mean concentration of the sum of aflatoxins AFB1, AFB2, AFG1 and AFG2 (AFtot) in peanut samples (56.4 µg/kg) exceeded EU (4 µg/kg) and Codex (15 µg/kg) standards. The AFtot concentration (max: 246.0 µg/kg) was associated with seasonal and geographic patterns and comprised, on average, 80% AFB1, the most potent aflatoxin. Although ochratoxin A concentrations rarely exceeded existing Codex standards, it was detected in unregulated foods. One palm oil composite sample contained 98 different metabolites, including 35.4 µg/kg of ochratoxin A. In total, 164 different metabolites were detected, with unspecific metabolites like asperglaucide, cyclo(L-pro-L-val), cyclo (L-pro-L-tyr), flavoglaucin, emodin and tryptophol occurring in more than 50% of composite samples. Aflatoxin B1 (AFB1), fumonisin B1 (FB1), sterigmatocystin (STC), ochratoxin A (OTA), citrinin (CIT) and many other secondary fungal metabolites are frequent co-contaminants in staple foods, such as maize and sorghum. Populations from North Cameroon and from Benin may, therefore, suffer chronic and simultaneous exposure to AFB1, FB1, STC, OTA and CIT, which are prevalent in their diet.Entities:
Keywords: LC-MS/MS; Sub-Saharan Africa; aflatoxins; food contaminants; mycotoxins; total diet study
Mesh:
Substances:
Year: 2019 PMID: 30658506 PMCID: PMC6356755 DOI: 10.3390/toxins11010054
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Occurrence and concentration of total aflatoxins (µg/kg wet weight) by core food and by study centre.
| CORE FOOD | N | n > LOD | % > LOD | n > 4 µg/kg | % > 4 µg/kg | n > 15 µg/kg | % > 15 µg/kg | Mean Conc. * | Max Conc. | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | Season ** | UB | |||||||||
|
| 16 | 11 | 69 | 5 | 31 | 3 | 19 | 11.3 | 11.7 | Rainy | 76.6 | |
|
| 10 | 8 | 80 | 5 | 50 | 5 | 50 | 56.4 | 56.7 | Rainy | 246.0 | |
|
| 2 | 2 | 100 | 2 | 100 | 2 | 100 | 60.2 | 60.4 | Rainy | 105.1 | |
|
| 16 | 3 | 19 | 1 | 6 | 1 | 6 | 1.2 | 1.6 | Dry | 15.8 | |
|
| 10 | 6 | 60 | 1 | 10 | 0 | 0 | 0.9 | 1.3 | Rainy | 4.9 | |
|
| 6 | 1 | 17 | 1 | 17 | 0 | 0 | 0.8 | 1.1 | Rainy | 4.9 | |
|
| 134 | 11 | 8 | 0 | 0 | 0 | 0 | 0.1 | 0.5 | Rainy | 2.4 | |
|
| 194 | 42 | 22 | 15 | 8 | 11 | 6 | 4.7 | 5.1 | Rainy | 246.0 | |
|
|
|
|
|
|
|
|
|
|
| |||
|
|
|
|
| |||||||||
|
|
| 26 | 5 | 19 | 3 | 12 | 3 | 12 | 7.6 | 8.0 | Peanut oil | 105.1 |
|
| 22 | 7 | 32 | 1 | 5 | 1 | 5 | 1.2 | 1.6 | Maize | 19.7 | |
|
|
| 29 | 3 | 10 | 0 | 0 | 0 | 0 | 0.2 | 0.6 | Beans | 3.0 |
|
| 17 | 8 | 47 | 4 | 24 | 3 | 18 | 14.3 | 14.6 | Peanuts | 92.5 | |
|
|
| 27 | 4 | 15 | 2 | 7 | 1 | 4 | 9.4 | 9.8 | Peanuts | 246.0 |
|
| 21 | 6 | 29 | 1 | 5 | 1 | 5 | 2.2 | 2.6 | Peanuts | 42.7 | |
|
|
| 29 | 3 | 10 | 1 | 3 | 0 | 0 | 0.2 | 0.6 | Maize | 5.4 |
|
| 23 | 6 | 26 | 3 | 13 | 3 | 13 | 5.6 | 6.0 | Peanuts | 96.6 | |
* LB: lower-bound scenario where the concentration of non-detected analyte is zero and the concentration of detected but non-quantified analyte is the limit of detection. UB: upper-bound scenario where the concentration of non-detected analyte is the limit of detection and the concentration of detected but non-quantified analyte is the limit of quantification; ** Samples of the rainy season were collected in October 2017 and samples of the dry season were collected in February 2018.
Proportions of aflatoxin B1, B2, G1 and G2 by core food and by weight.
| CORE FOOD | AFB1 (%) | AFB2 (%) | AFG1 (%) | AFG2 (%) | Sum (%) |
|---|---|---|---|---|---|
|
| 87.6 | 6.8 | 5.6 | 0.0 | 100 |
|
| 75.8 | 14.3 | 9.4 | 0.5 | 100 |
|
| 86.6 | 13.1 | 0.3 | 0.0 | 100 |
|
| 87.0 | 4.0 | 9.1 | 0.0 | 100 |
|
| 80.1 | 12.1 | 7.5 | 0.3 | 100 |
Occurrence and concentration of total fumonisins (µg/kg wet weight) by core food and by study centre.
| CORE FOOD | N | n > LOD | % > LOD | n > 10 µg/kg | % > 10 µg/kg | n > 400 µg/kg | % > 400 µg/kg | Mean Conc. * | Max Conc. | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | Season ** | UB | |||||||||
|
| 16 | 15 | 94 | 15 | 94 | 4 | 25 | 285.2 | 288.2 | Dry | 855.9 | |
|
| 10 | 5 | 50 | 5 | 50 | 0 | 0 | 20.0 | 36.1 | Dry | 159.4 | |
|
| 8 | 1 | 13 | 1 | 13 | 0 | 0 | 5.0 | 13.6 | Rainy | 44.8 | |
|
| 4 | 1 | 25 | 1 | 25 | 0 | 0 | 5.7 | 14.1 | Rainy | 29.3 | |
|
| 12 | 3 | 25 | 3 | 25 | 0 | 0 | 14.8 | 22.9 | Dry | 134.6 | |
|
| 2 | 1 | 50 | 1 | 50 | 0 | 0 | 7.4 | 17.8 | Rainy | 21.7 | |
|
| 142 | 2 | 1 | 0 | 0 | 0 | 0 | 0.04 | 9.2 | Both | 14.6 | |
|
| 194 | 28 | 14 | 26 | 13 | 4 | 2 | 26.4 | 34.8 | Dry | 855.9 | |
|
|
|
|
|
|
|
|
|
|
| |||
|
|
|
|
| |||||||||
|
|
| 26 | 2 | 8 | 2 | 8 | 0 | 0 | 26.8 | 35.2 | Maize | 391.3 |
|
| 22 | 5 | 23 | 5 | 23 | 0 | 0 | 26.3 | 34.4 | Maize | 376.5 | |
|
|
| 29 | 5 | 17 | 4 | 14 | 0 | 0 | 19.0 | 27.1 | Maize | 241.7 |
|
| 17 | 12 | 71 | 5 | 29 | 1 | 6 | 64.4 | 71.6 | Maize | 670.3 | |
|
|
| 27 | 3 | 11 | 2 | 7 | 0 | 0 | 2.0 | 11.0 | Maize | 40.6 |
|
| 21 | 2 | 10 | 2 | 10 | 0 | 0 | 4.1 | 12.9 | Maize | 79.0 | |
|
|
| 29 | 4 | 14 | 3 | 10 | 1 | 3 | 34.9 | 43.5 | Maize | 855.9 |
|
| 23 | 3 | 13 | 3 | 13 | 2 | 9 | 45.9 | 54.1 | Maize | 589.9 | |
* LB: lower-bound scenario where the concentration of non-detected analyte is zero and the concentration of detected but non-quantified analyte is the limit of detection. UB: upper-bound scenario where the concentration of non-detected analyte is the limit of detection and the concentration of detected but non-quantified analyte is the limit of quantification; ** Samples of the rainy season were collected in October 2017 and samples of the dry season were collected in February 2018.
Proportions of fumonisins B1, B2, B3 and B4 by core food and by weight.
| CORE FOOD | FB1 (%) | FB2 (%) | FB3 (%) | FB4 (%) | Sum (%) |
|---|---|---|---|---|---|
|
| 65.9 | 19.3 | 8.4 | 6.4 | 100 |
|
| 76.7 | 15.8 | 4.6 | 2.8 | 100 |
|
| 75.4 | 14.1 | 6.2 | 4.2 | 100 |
|
| 88.2 | 11.8 | 0.0 | 0.0 | 100 |
|
| 67.2 | 18.9 | 8.0 | 6.0 | 100 |
Occurrence and concentration of sterigmatocystin (µg/kg wet weight) by core food and study centre.
| CORE FOOD | N | n > LOD | % > LOD | n > 1 µg/kg | % > 1 µg/kg | n > 4 µg/kg | % > 4 µg/kg | Mean Conc. * | Max Conc. | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | Season ** | UB | |||||||||
|
| 2 | 2 | 100 | 2 | 100 | 2 | 100 | 8.5 | 8.5 | Rainy | 8.7 | |
|
| 10 | 5 | 50 | 2 | 20 | 0 | 0 | 0.6 | 0.6 | Rainy | 2.9 | |
|
| 4 | 3 | 75 | 3 | 75 | 1 | 25 | 2.0 | 2.0 | Rainy | 5.3 | |
|
| 4 | 4 | 100 | 3 | 75 | 1 | 25 | 3.9 | 3.9 | Rainy | 9.2 | |
|
| 10 | 3 | 30 | 2 | 20 | 0 | 0 | 0.4 | 0.5 | Rainy | 2.4 | |
|
| 8 | 2 | 25 | 1 | 13 | 1 | 13 | 0.6 | 0.7 | Rainy | 4.8 | |
|
| 156 | 10 | 6 | 0 | 0 | 0 | 0 | 0.02 | 0.1 | Rainy | 1.0 | |
|
| 194 | 29 | 15 | 13 | 7 | 5 | 3 | 0.3 | 0.4 | Rainy | 9.2 | |
|
|
|
|
|
|
|
|
|
|
| |||
|
|
|
|
| |||||||||
|
|
| 26 | 4 | 15 | 2 | 8 | 1 | 4 | 0.4 | 0.5 | Peanut oil | 8.3 |
|
| 22 | 2 | 9 | 0 | 0 | 0 | 0 | 0.03 | 0.1 | Sorghum | 0.5 | |
|
|
| 29 | 2 | 7 | 1 | 3 | 0 | 0 | 0.1 | 0.2 | Other vegetable oil | 3.0 |
|
| 17 | 4 | 24 | 1 | 6 | 1 | 6 | 0.7 | 0.7 | Other vegetable oil | 9.2 | |
|
|
| 27 | 4 | 15 | 3 | 11 | 1 | 4 | 0.3 | 0.4 | Millet | 4.8 |
|
| 21 | 6 | 29 | 3 | 14 | 0 | 0 | 0.4 | 0.4 | Peanuts | 2.9 | |
|
|
| 29 | 3 | 10 | 1 | 3 | 1 | 3 | 0.2 | 0.3 | Palm oil | 5.3 |
|
| 23 | 4 | 17 | 2 | 9 | 1 | 4 | 0.5 | 0.6 | Peanut oil | 8.7 | |
* LB: lower-bound scenario where the concentration of non-detected analyte is zero and the concentration of detected but non-quantified analyte is the limit of detection. UB: upper-bound scenario where the concentration of non-detected analyte is the limit of detection and the concentration of detected but non-quantified analyte is the limit of quantification; ** Samples of the rainy season were collected in October 2017 and samples of the dry season were collected in February 2018.
Occurrence and concentration of ochratoxin A (µg/kg wet weight) by core food and by study centre.
| CORE FOOD | N | n > LOD | % > LOD | n > 1µg/kg | % > 1µg/kg | n > 5µg/kg | % > 5µg/kg | Mean Conc. * | Max Conc. | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | Season ** | UB | |||||||||
|
| 4 | 1 | 25 | 1 | 25 | 1 | 25 | 8.9 | 8.9 | Rainy | 35.4 | |
|
| 16 | 5 | 31 | 4 | 25 | 1 | 6 | 0.9 | 0.9 | Dry | 6.3 | |
|
| 10 | 2 | 20 | 2 | 20 | 1 | 10 | 0.8 | 0.9 | Rainy | 5.6 | |
|
| 16 | 2 | 13 | 2 | 13 | 0 | 0 | 0.2 | 0.2 | Rainy | 1.4 | |
|
| 2 | 1 | 50 | 1 | 50 | 0 | 0 | 1.2 | 1.3 | Rainy | 2.5 | |
|
| 2 | 1 | 50 | 1 | 50 | 0 | 0 | 0.5 | 0.6 | Rainy | 1.1 | |
|
| 144 | 7 | 5 | 0 | 0 | 0 | 0 | 0.03 | 0.1 | Rainy | 0.8 | |
|
| 194 | 19 | 10 | 11 | 6 | 3 | 2 | 0.4 | 0.4 | - | 35.4 | |
|
|
|
|
|
|
|
|
|
|
| |||
|
|
|
|
| |||||||||
|
|
| 26 | 5 | 19 | 5 | 19 | 1 | 4 | 1.6 | 1.6 | Palm oil | 35.4 |
|
| 22 | 3 | 14 | 3 | 14 | 1 | 5 | 0.4 | 0.5 | Rice | 6.3 | |
|
|
| 29 | 3 | 10 | 3 | 10 | 0 | 0 | 0.04 | 0.1 | Cassava fresh | 0.7 |
|
| 17 | 3 | 18 | 3 | 18 | 0 | 0 | 0.2 | 0.3 | Rice | 2.0 | |
|
|
| 27 | 1 | 4 | 1 | 4 | 0 | 0 | 0.1 | 0.2 | Maize | 1.4 |
|
| 21 | 1 | 5 | 1 | 5 | 1 | 5 | 0.3 | 0.4 | Sorghum | 5.6 | |
|
|
| 29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | ND | 0.1 |
|
| 23 | 2 | 9 | 3 | 13 | 0 | 0 | 0.2 | 0.3 | Rice | 2.6 | |
* LB: lower-bound scenario where the concentration of non-detected analyte is zero and the concentration of detected but non-quantified analyte is the limit of detection. UB: upper-bound scenario where the concentration of non-detected analyte is the limit of detection and the concentration of detected but non-quantified analyte is the limit of quantification; ** Samples of the rainy season were collected in October 2017 and samples of the dry season were collected in February 2018.
Occurrence and concentration of total citrinin (µg/kg wet weight) by core food and by study centre.
| CORE FOOD | N | n > LOD | % > LOD | n > 5 µg/kg | % > 5 µg/kg | n > 100 µg/kg | % > 100 µg/kg | Mean Conc. * | Max Conc. | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | Season ** | UB | |||||||||
|
| 16 | 10 | 63 | 9 | 56 | 4 | 25 | 76.4 | 76.8 | Rainy | 416.5 | |
|
| 10 | 7 | 70 | 4 | 40 | 0 | 0 | 5.5 | 6.3 | Rainy | 18.2 | |
|
| 16 | 6 | 38 | 3 | 19 | 0 | 0 | 2.8 | 3.2 | Dry | 18.0 | |
|
| 152 | 14 | 9 | 4 | 3 | 0 | 0 | 0.3 | 1.0 | Rainy | 7.4 | |
|
| 194 | 37 | 19 | 20 | 10 | 4 | 2 | 7.0 | 7.7 | Rainy | 416.5 | |
|
|
|
|
|
|
|
|
|
|
| |||
|
|
|
|
| |||||||||
|
|
| 26 | 4 | 15 | 3 | 12 | 2 | 8 | 19.0 | 19.7 | Maize | 372.3 |
|
| 22 | 9 | 41 | 7 | 32 | 1 | 5 | 21.9 | 22.5 | Maize | 416.5 | |
|
|
| 29 | 4 | 14 | 2 | 7 | 1 | 3 | 5.7 | 6.5 | Maize | 123.6 |
|
| 17 | 4 | 24 | 1 | 6 | 0 | 0 | 2.2 | 3.0 | Maize | 31.9 | |
|
|
| 27 | 2 | 7 | 0 | 0 | 0 | 0 | 0.1 | 0.9 | Maize/Sorghum | 2.5 |
|
| 21 | 4 | 19 | 2 | 10 | 0 | 0 | 1.5 | 2.1 | Sorghum | 17.0 | |
|
|
| 29 | 6 | 21 | 3 | 10 | 0 | 0 | 2.6 | 3.2 | Maize | 55.9 |
|
| 23 | 4 | 17 | 2 | 9 | 0 | 0 | 3.4 | 4.0 | Maize | 61.4 | |
* LB: lower-bound scenario where the concentration of non-detected analyte is zero and the concentration of detected but non-quantified analyte is the limit of detection. UB: upper-bound scenario where the concentration of non-detected analyte is the limit of detection and the concentration of detected but non-quantified analyte is the limit of quantification; ** Samples of the rainy season were collected in October 2017 and samples of the dry season were collected in February 2018.
Figure 1Most frequently detected secondary metabolites in Sub-Saharan Africa Total Diet Study (SSA-TDS) composite samples.
Range of metabolites detected by core food composite samples.
| Range Number of Analytes (min-max) | Composite Samples (n) | CORE FOODS |
|---|---|---|
|
| 3 | Palm oil |
|
| 46 | Maize, dried tubers, sorghum, peanuts, bread, various oils |
|
| 62 | Beans, dried cassava, rice, millet, smoked fish, onion and garlic, fermented drinks |
|
| 45 | Onion and garlic, meat, tubers, dairy products, rice, traditional soft drinks |
|
| 36 | Fresh tubers, sugar, onion and garlic, rice, eggs |
|
| 2 | Onion and garlic |
|
| 194 | TOTAL |